{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T05:04:41Z","timestamp":1750309481926,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,12,6]],"date-time":"2024-12-06T00:00:00Z","timestamp":1733443200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,12,6]]},"DOI":"10.1145\/3709026.3709109","type":"proceedings-article","created":{"date-parts":[[2025,2,15]],"date-time":"2025-02-15T10:05:41Z","timestamp":1739613941000},"page":"31-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Cosine Similarity Guided Joint Modeling of Foreground and Background for Incremental Object Detection in Drone Images"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-3407-5273","authenticated-orcid":false,"given":"Wei","family":"Li","sequence":"first","affiliation":[{"name":"Department of Electronic Engineering, Tsinghua University, Beijing, Beijing, China"},{"name":"Beijing National Research Center for Information Science and Technology, Beijing, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6629-7228","authenticated-orcid":false,"given":"Yali","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Tsinghua University, Beijing, Beijing, China"},{"name":"Beijing National Research Center for Information Science and Technology, Beijing, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3701-8063","authenticated-orcid":false,"given":"Zhenyu","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Tsinghua University, Beijing, Beijing, China"},{"name":"Beijing National Research Center for Information Science and Technology, Beijing, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6355-2978","authenticated-orcid":false,"given":"Simin","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, Sichuan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7809-1932","authenticated-orcid":false,"given":"Shengjin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Tsinghua University, Beijing, Beijing, China"},{"name":"Beijing National Research Center for Information Science and Technology, Beijing, Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2025,2,15]]},"reference":[{"key":"e_1_3_3_1_1_2","volume-title":"Gradient based sample selection for online continual learning. Advances in neural information processing systems32","author":"Aljundi Rahaf","year":"2019","unstructured":"Rahaf Aljundi, Min Lin, Baptiste Goujaud, and Yoshua Bengio. 2019. Gradient based sample selection for online continual learning. Advances in neural information processing systems32 (2019)."},{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00812"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00644"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00414"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_3_1_6_2","volume-title":"Proceedings, Part XX 16","author":"Douillard Arthur","year":"2020","unstructured":"Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, and Eduardo Valle. 2020. Podnet: Pooled outputs distillation for small-tasks incremental learning. In Computer Vision\u2013ECCV 2020: 16th European Conference, Glasgow, UK, August 23\u201328, 2020, Proceedings, Part XX 16. Springer, 86\u2013102."},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00907"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01291"},{"volume-title":"Proceedings of the IEEE\/CVF international conference on computer vision workshops. 0\u20130.","author":"Du Dawei","key":"e_1_3_3_1_9_2","unstructured":"Dawei Du, Pengfei Zhu, Longyin Wen, Xiao Bian, Haibin Lin, Qinghua Hu, Tao Peng, Jiayu Zheng, Xinyao Wang, Yue Zhang, et al.2019. VisDrone-DET2019: The vision meets drone object detection in image challenge results. In Proceedings of the IEEE\/CVF international conference on computer vision workshops. 0\u20130."},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00921"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_3_1_13_2","volume-title":"Proceedings of the AAAI conference on artificial intelligence","volume":"36","author":"Huang Yecheng","year":"2022","unstructured":"Yecheng Huang, Jiaxin Chen, and Di Huang. 2022. UFPMP-Det: Toward accurate and efficient object detection on drone imagery. In Proceedings of the AAAI conference on artificial intelligence, Vol. 36. 1026\u20131033."},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01732"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3318216.3363317"},{"key":"e_1_3_3_1_16_2","volume-title":"Learning without forgetting","author":"Li Zhizhong","year":"2017","unstructured":"Zhizhong Li and Derek Hoiem. 2017. Learning without forgetting. IEEE transactions on pattern analysis and machineintelligence40, 12 (2017), 2935\u20132947."},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"e_1_3_3_1_18_2","volume-title":"ESOD: Efficient Small Object Detection on High-Resolution Images. arXiv preprint arXiv:2407.16424(2024).","author":"Liu Kai","year":"2024","unstructured":"Kai Liu, Zhihang Fu, Sheng Jin, Ze Chen, Fan Zhou, Rongxin Jiang, Yaowu Chen, and Jieping Ye. 2024. ESOD: Efficient Small Object Detection on High-Resolution Images. arXiv preprint arXiv:2407.16424(2024)."},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02279"},{"volume-title":"Psychology of learning and motivation.","author":"McCloskey Michael","key":"e_1_3_3_1_21_2","unstructured":"Michael McCloskey and Neal J Cohen. 1989. Catastrophic interference in connectionist networks: The sequential learning problem. In Psychology of learning and motivation. Vol. 24. Elsevier, 109\u2013165."},{"key":"e_1_3_3_1_22_2","volume-title":"Proceedings of the 15h Annual Conference of the Cognitive Science Society","volume":"1","author":"McRae Ken","year":"1993","unstructured":"Ken McRae and Phil A Hetherington. 1993. Catastrophic interference is eliminated in pretrained networks. In Proceedings of the 15h Annual Conference of the Cognitive Science Society, Vol. 1. 2."},{"key":"e_1_3_3_1_23_2","volume-title":"Faster ilod: Incremental learning for object detectors based on faster rcnn. Pattern recognition letters140","author":"Peng Can","year":"2020","unstructured":"Can Peng, Kun Zhao, and Brian C Lovell. 2020. Faster ilod: Incremental learning for object detectors based on faster rcnn. Pattern recognition letters140 (2020), 109\u2013115."},{"key":"e_1_3_3_1_24_2","volume-title":"SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation. Computer vision and image understanding210","author":"Peng Can","year":"2021","unstructured":"Can Peng, Kun Zhao, Sam Maksoud, Meng Li, and Brian C Lovell. 2021. SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation. Computer vision and image understanding210 (2021),103229."},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"e_1_3_3_1_27_2","volume-title":"Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems28","author":"Ren Shaoqing","year":"2015","unstructured":"Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. 2015. Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems28 (2015)."},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.368"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19806-9_23"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00303"},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00840"},{"volume-title":"Proceedings of the IEEE International Conference on Computer Vision (ICCV).","author":"Yuyang Liu","key":"e_1_3_3_1_32_2","unstructured":"Liu Yuyang, Cong Yang, Goswami Dipam, Liu Xialei, and Joost van de Weijer. 2023. Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection. In Proceedings of the IEEE International Conference on Computer Vision (ICCV)."},{"key":"e_1_3_3_1_33_2","unstructured":"Da-Wei Zhou Qi-Wei Wang Zhi-Hong Qi Han-Jia Ye De-Chuan Zhan and Ziwei Liu. 2023. Deep class-incremental learning: A survey. arXiv preprint arXiv:2302.03648(2023)."}],"event":{"name":"CSAI 2024: 2024 8th International Conference on Computer Science and Artificial Intelligence (CSAI)","acronym":"CSAI 2024","location":"Beijing China"},"container-title":["Proceedings of the 2024 8th International Conference on Computer Science and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3709026.3709109","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3709026.3709109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:17:31Z","timestamp":1750295851000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3709026.3709109"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,6]]},"references-count":33,"alternative-id":["10.1145\/3709026.3709109","10.1145\/3709026"],"URL":"https:\/\/doi.org\/10.1145\/3709026.3709109","relation":{},"subject":[],"published":{"date-parts":[[2024,12,6]]},"assertion":[{"value":"2025-02-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}